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510(k) Data Aggregation

    K Number
    K183146
    Manufacturer
    Date Cleared
    2019-04-25

    (163 days)

    Product Code
    Regulation Number
    876.1075
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    Ranfac Cartilage Biopsy Needle

    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The Cartilage Biopsy Needle is intended to obtain a sample of articular cartilage tissue during arthroscopy.

    Device Description

    The Ranfac Cartilage Biopsy Needle is a manual, sterile disposable needle intended to obtain a sample of cartilage during arthroscopy. The device is comprised of an outer cannula with handle and an inner stylet. The product is provided with probe guide and probe to assist with the extraction of the cartilage from the needle. The probe guide facilitates the insertion of the probe through the distal end of the needle. The probe is introduced into the probe guide at the distal tip of the needle and advanced forward to move and expel the specimen out through the needle handle. This premarket notification is for both an 8-gauge and 11-gauge needle (product catalog numbers: CBN-84 and CBN-114, respectively).

    AI/ML Overview

    The provided document is a 510(k) Summary for the Ranfac Cartilage Biopsy Needle. It includes some performance data (bench testing) but does not describe acceptance criteria, a specific study proving it meets those criteria, or details regarding sample sizes for training/test sets, expert ground truth establishment, or MRMC studies. The document indicates "No clinical studies were conducted for this submission."

    Here's an analysis of the available information based on your request:

    1. A table of acceptance criteria and the reported device performance

    The document does not explicitly present a table of acceptance criteria or detailed performance metrics. It provides qualitative statements about bench testing results:

    Acceptance Criteria (Not explicitly stated, inferred from text)Reported Device Performance
    Structural integrity (tensile/torque)All samples met or exceeded acceptance criteria.
    Suitability for acquisition of cartilage biopsyDemonstrated suitability.
    Maintenance of sample integrity (histological analysis)Demonstrated maintenance of sample integrity.

    2. Sample size used for the test set and the data provenance

    The document does not specify a sample size for the bench testing beyond "All samples." It states that articular cartilage was harvested from "ex vivo bovine knees." This indicates the data provenance is ex-vivo animal tissue (bovine), and the nature of the test is prospective in the sense that the testing was conducted for this submission.

    3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts

    The document mentions "histological analysis" for evaluating sample integrity but does not specify the number or qualifications of experts involved in this analysis for the bench testing.

    4. Adjudication method for the test set

    The document does not describe any adjudication method for the bench testing results.

    5. If a multi reader multi case (MRMC) comparative effectiveness study was done, If so, what was the effect size of how much human readers improve with AI vs without AI assistance

    No, an MRMC comparative effectiveness study was not done. The device described is a physical biopsy needle, not an AI-powered diagnostic tool. The document explicitly states: "No clinical studies were conducted for this submission."

    6. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done

    Not applicable. This device is a physical biopsy needle. There is no algorithm or AI component.

    7. The type of ground truth used

    For the bench testing, the ground truth for "sample integrity" was established via histological analysis of the cartilage samples acquired.

    8. The sample size for the training set

    Not applicable. The device is a physical biopsy needle, not a machine learning model. There is no training set mentioned or implied.

    9. How the ground truth for the training set was established

    Not applicable. As there is no training set, there is no ground truth for a training set to be established.

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